Atelier 276 - Nouvelles méthodes d’apprentissage automatique pour l’analyse comportementale des animaux et des humains
Lundi 16 Octobre 2023 ◘ Monday, October 16, 2023 |
|
| 15:30 - 16:00 | Reception of participants |
| 16:00 - 16:30 | General introduction |
| Nicolas Gervasi (Collège de France, Paris, France) | |
SESSION I |
Data Acquisition in an openscience world |
| 16:30 - 17:15 | The Souris City environment |
| Philippe Faure (ESPCI, Paris, France) | |
| 17:15 - 18:00 | Computational tools for exploiting physiological signals and videos with applications in neuroscience and pre-clinical research |
| Romain Fayat (ENS, Paris, France) | |
| 18:00 - 18:45 | OpenBehavior |
| Alexxai Kravitz (Washington University, Saint Louis, USA) | |
| 18:45 - 19:30 | Round Table 1 |
| 19:30 - 20:15 | Cocktail - Fast presentation |
| 20:15 | Dinner |
Mardi 17 Octobre 2023 ◘ Monday, October 17, 2023 |
|
| 06:30 - 08:30 | Breakfast |
SESSION II |
Use of machine learning methods to analyze detailed behavior at the individual scale |
| 08:30 - 09:15 |
Deeplabcut, An open-source, integrated system for tracking and closed-loop behavioral experiments |
|
Alexander Mathis (EPFL, Lausanne, Switzerland) |
|
| 09:15 - 10:00 | Assessment of repetitive behaviors in human patients and mice |
| Lizbeth Mondragon (ICM, Paris, France) | |
| 10:00 - 10:30 | Coffee break |
| 10:30 - 11:15 | Systems neuroscience of natural behavior in rodents |
| Sandeep Robert Datta (Harvard, USA) | |
| 11:15 - 12:00 | Left Habenular Activity Attenuates Fear Responses in Larval Zebrafish |
| Elim Hong (IBPS, Paris, France) | |
| 12:00 - 14:00 | Lunch |
SESSION III |
Use of machine learning methods to analyze social interaction and groups |
| 14:00 - 14:45 | a Novel Methodological Approach to Place Mouse Ultrasonic Vocalizations in Their Behavioral Contexts. |
| Elodie Ey (IGBMC, Strasbourg, France) | |
| 14:45 - 15:30 | Tracking all individuals in small or large collectives of unmarked animals. |
| Gonzalo Polavieja (Champalimaud, Lisbon, Portugal) | |
| 15:30 - 16:00 | Coffee Break |
| 16:00 - 16:45 | VTA dopamine neuron activity encodes social interaction and promotes reinforcement learning through social prediction error |
| Camilla Bellone (Université de Genève, Genève, Switzerland) | |
| 16:45 - 17:30 | Round Table 2 |
| 20:00 | Dinner |
Mercredi 18 Octobre 2023 ◘ Wednesday, October 18, 2023 |
|
| 06:30 - 08:30 | Breakfast |
SESSION IV |
From big data to behavior modeling |
| 08:30 - 09:15 | Naturalizing psychopathology - towards a quantitative real-world psychiatry |
| Juha Lahnakoski (Institute for Neuroscience and Medicine, Julich, Germany) | |
| 09:15 - 10:00 | Deep neural networks in psychiatry |
| Georgia Koppe (Central Institute of Mental Health, Mannheim, Germany) | |
| 10:00 - 10:30 | Coffee Break |
| 10:00 - 10:30 | TBA |
| 11:15 - 12:00 | Round Table 3 |
| 12:00 - 14:00 | Lunch |
| 14:00 | Departure |